Separate saved meeting time from lost participation, and test outcomes at the team level when the feature changes shared behavior.
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A fictional team adopted AI meeting summaries. Leadership is unsure whether falling attendance is a productivity win.
| Before | 20 people attended a 30-minute weekly meeting. |
|---|---|
| After | 12 people attend; each of the eight non-attendees spends ten minutes reading and clarifying the summary. |
| Missing evidence | Rework, decision quality, missing input and downstream execution have not been measured. |
Your task. Calculate the apparent time saving, identify second-order effects and propose a suitable experiment.
Separate saved meeting time from lost participation, and test outcomes at the team level when the feature changes shared behavior.
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